Crypto Transactions Profiling Report

Dataset statistics

Number of variables	12
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.3 MiB
Average record size in memory	450.7 B

Variable types

Numeric	6
Categorical	5
DateTime	1

Alerts

`Amount` is highly overall correlated with `Total_Value` and 1 other fields	High correlation
`Price_Per_Unit` is highly overall correlated with `Total_Value` and 1 other fields	High correlation
`Total_Value` is highly overall correlated with `Amount` and 2 other fields	High correlation
`Transaction_Fee` is highly overall correlated with `Amount` and 2 other fields	High correlation
`Total_Value` has unique values	Unique

Reproduction

Analysis started	2025-05-24 14:37:59.041596
Analysis finished	2025-05-24 14:38:00.595935
Duration	1.55 second
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

Transaction_ID
Real number (ℝ)

Distinct	9946
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	547132.39

Minimum	100027
Maximum	999919
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	100027
5-th percentile	143551.4
Q1	318120.75
median	547635
Q3	775336
95-th percentile	953077.55
Maximum	999919
Range	899892
Interquartile range (IQR)	457215.25

Descriptive statistics

Standard deviation	262163.28
Coefficient of variation (CV)	0.47915876
Kurtosis	-1.2172722
Mean	547132.39
Median Absolute Deviation (MAD)	228824.5
Skewness	0.0053535418
Sum	5.4713239 × 10⁹
Variance	6.8729584 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
701012	3	< 0.1%
186612	2	< 0.1%
432981	2	< 0.1%
930644	2	< 0.1%
986417	2	< 0.1%
551164	2	< 0.1%
375461	2	< 0.1%
148659	2	< 0.1%
447010	2	< 0.1%
859025	2	< 0.1%
Other values (9936)	9979	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100027	1	< 0.1%
100089	1	< 0.1%
100213	1	< 0.1%
100278	1	< 0.1%
100329	1	< 0.1%
100346	1	< 0.1%
100465	1	< 0.1%
100646	1	< 0.1%
100652	1	< 0.1%
100676	1	< 0.1%

Value	Count	Frequency (%)
999919	1	< 0.1%
999907	1	< 0.1%
999589	1	< 0.1%
999488	1	< 0.1%
999398	1	< 0.1%
999365	1	< 0.1%
999312	1	< 0.1%
999298	1	< 0.1%
999250	1	< 0.1%
999138	1	< 0.1%

User_ID
Real number (ℝ)

Distinct	9418
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55176.38

Minimum	10016
Maximum	99986
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	10016
5-th percentile	14603.05
Q1	32775
median	55643
Q3	77450
95-th percentile	95200.35
Maximum	99986
Range	89970
Interquartile range (IQR)	44675

Descriptive statistics

Standard deviation	25823.905
Coefficient of variation (CV)	0.46802463
Kurtosis	-1.1856126
Mean	55176.38
Median Absolute Deviation (MAD)	22357.5
Skewness	-0.018434948
Sum	5.517638 × 10⁸
Variance	6.6687407 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31118	4	< 0.1%
88463	3	< 0.1%
30825	3	< 0.1%
49954	3	< 0.1%
90456	3	< 0.1%
86142	3	< 0.1%
73304	3	< 0.1%
83160	3	< 0.1%
38331	3	< 0.1%
60349	3	< 0.1%
Other values (9408)	9969	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10016	1	< 0.1%
10031	1	< 0.1%
10034	1	< 0.1%
10039	1	< 0.1%
10054	1	< 0.1%
10084	1	< 0.1%
10088	1	< 0.1%
10091	1	< 0.1%
10096	1	< 0.1%
10117	1	< 0.1%

Value	Count	Frequency (%)
99986	1	< 0.1%
99983	1	< 0.1%
99982	1	< 0.1%
99974	1	< 0.1%
99958	1	< 0.1%
99957	1	< 0.1%
99953	2	< 0.1%
99946	1	< 0.1%
99938	1	< 0.1%
99934	1	< 0.1%

Crypto
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	622.5 KiB

Polkadot	1077
Ethereum	1042
Avalanche	1009
Solana	1000
Cardano	997
Other values (5)	4875

Length

Max length	9
Median length	8
Mean length	6.7336
Min length	3

Characters and Unicode

Total characters	67336
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Bitcoin
2nd row	Solana
3rd row	Cardano
4th row	XRP
5th row	Dogecoin

Common Values

Value	Count	Frequency (%)
Polkadot	1077	10.8%
Ethereum	1042	10.4%
Avalanche	1009	10.1%
Solana	1000	10.0%
Cardano	997	10.0%
Dogecoin	997	10.0%
Bitcoin	991	9.9%
BNB	973	9.7%
XRP	964	9.6%
Litecoin	950	9.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
polkadot	1077	10.8%
ethereum	1042	10.4%
avalanche	1009	10.1%
solana	1000	10.0%
cardano	997	10.0%
dogecoin	997	10.0%
bitcoin	991	9.9%
bnb	973	9.7%
xrp	964	9.6%
litecoin	950	9.5%

Most occurring characters

Value	Count	Frequency (%)
o	8086	12.0%
a	7089	10.5%
n	5944	8.8%
e	5040	7.5%
i	4879	7.2%
t	4060	6.0%
c	3947	5.9%
l	3086	4.6%
B	2937	4.4%
d	2074	3.1%
Other values (17)	20194	30.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	53462	79.4%
Uppercase Letter	13874	20.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	8086	15.1%
a	7089	13.3%
n	5944	11.1%
e	5040	9.4%
i	4879	9.1%
t	4060	7.6%
c	3947	7.4%
l	3086	5.8%
d	2074	3.9%
h	2051	3.8%
Other values (6)	7206	13.5%

Uppercase Letter

Value	Count	Frequency (%)
B	2937	21.2%
P	2041	14.7%
E	1042	7.5%
A	1009	7.3%
S	1000	7.2%
C	997	7.2%
D	997	7.2%
N	973	7.0%
X	964	6.9%
R	964	6.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	67336	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	8086	12.0%
a	7089	10.5%
n	5944	8.8%
e	5040	7.5%
i	4879	7.2%
t	4060	6.0%
c	3947	5.9%
l	3086	4.6%
B	2937	4.4%
d	2074	3.1%
Other values (17)	20194	30.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	8086	12.0%
a	7089	10.5%
n	5944	8.8%
e	5040	7.5%
i	4879	7.2%
t	4060	6.0%
c	3947	5.9%
l	3086	4.6%
B	2937	4.4%
d	2074	3.1%
Other values (17)	20194	30.0%

Transaction_Type
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	611.1 KiB

Stake	2052
Sell	2036
Buy	2008
Transfer	1972
Withdraw	1932

Length

Max length	8
Median length	5
Mean length	5.566
Min length	3

Characters and Unicode

Total characters	55660
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Withdraw
2nd row	Stake
3rd row	Buy
4th row	Stake
5th row	Stake

Common Values

Value	Count	Frequency (%)
Stake	2052	20.5%
Sell	2036	20.4%
Buy	2008	20.1%
Transfer	1972	19.7%
Withdraw	1932	19.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
stake	2052	20.5%
sell	2036	20.4%
buy	2008	20.1%
transfer	1972	19.7%
withdraw	1932	19.3%

Most occurring characters

Value	Count	Frequency (%)
e	6060	10.9%
a	5956	10.7%
r	5876	10.6%
S	4088	7.3%
l	4072	7.3%
t	3984	7.2%
k	2052	3.7%
B	2008	3.6%
u	2008	3.6%
y	2008	3.6%
Other values (9)	17548	31.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	45660	82.0%
Uppercase Letter	10000	18.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6060	13.3%
a	5956	13.0%
r	5876	12.9%
l	4072	8.9%
t	3984	8.7%
k	2052	4.5%
u	2008	4.4%
y	2008	4.4%
s	1972	4.3%
f	1972	4.3%
Other values (5)	9700	21.2%

Uppercase Letter

Value	Count	Frequency (%)
S	4088	40.9%
B	2008	20.1%
T	1972	19.7%
W	1932	19.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55660	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6060	10.9%
a	5956	10.7%
r	5876	10.6%
S	4088	7.3%
l	4072	7.3%
t	3984	7.2%
k	2052	3.7%
B	2008	3.6%
u	2008	3.6%
y	2008	3.6%
Other values (9)	17548	31.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55660	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6060	10.9%
a	5956	10.7%
r	5876	10.6%
S	4088	7.3%
l	4072	7.3%
t	3984	7.2%
k	2052	3.7%
B	2008	3.6%
u	2008	3.6%
y	2008	3.6%
Other values (9)	17548	31.5%

Amount
Real number (ℝ)

Distinct	9999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.120755

Minimum	0.024363
Maximum	99.997361
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0.024363
5-th percentile	4.7611608
Q1	24.889845
median	49.887958
Q3	75.319944
95-th percentile	94.845563
Maximum	99.997361
Range	99.972998
Interquartile range (IQR)	50.430099

Descriptive statistics

Standard deviation	28.902577
Coefficient of variation (CV)	0.57665885
Kurtosis	-1.2112243
Mean	50.120755
Median Absolute Deviation (MAD)	25.172042
Skewness	-0.0058524416
Sum	501207.55
Variance	835.35895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52.734205	2	< 0.1%
57.695145	1	< 0.1%
24.383327	1	< 0.1%
1.36796	1	< 0.1%
93.092645	1	< 0.1%
30.25636	1	< 0.1%
25.868743	1	< 0.1%
21.820794	1	< 0.1%
82.373269	1	< 0.1%
89.995432	1	< 0.1%
Other values (9989)	9989	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.024363	1	< 0.1%
0.025643	1	< 0.1%
0.03062	1	< 0.1%
0.042946	1	< 0.1%
0.04467	1	< 0.1%
0.059165	1	< 0.1%
0.063503	1	< 0.1%
0.086032	1	< 0.1%
0.106725	1	< 0.1%
0.117149	1	< 0.1%

Value	Count	Frequency (%)
99.997361	1	< 0.1%
99.956675	1	< 0.1%
99.933502	1	< 0.1%
99.92635	1	< 0.1%
99.854893	1	< 0.1%
99.851535	1	< 0.1%
99.840552	1	< 0.1%
99.840023	1	< 0.1%
99.838614	1	< 0.1%
99.829637	1	< 0.1%

Price_Per_Unit
Real number (ℝ)

Distinct	9993
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29888.221

Minimum	10.27
Maximum	59995.76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	10.27
5-th percentile	2849.7
Q1	15240.167
median	29823.745
Q3	44728.79
95-th percentile	56810.666
Maximum	59995.76
Range	59985.49
Interquartile range (IQR)	29488.623

Descriptive statistics

Standard deviation	17215.203
Coefficient of variation (CV)	0.57598621
Kurtosis	-1.1866175
Mean	29888.221
Median Absolute Deviation (MAD)	14727.885
Skewness	0.0085864853
Sum	2.9888221 × 10⁸
Variance	2.9636321 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26830.29	2	< 0.1%
1711.76	2	< 0.1%
33503.64	2	< 0.1%
38522.52	2	< 0.1%
731.22	2	< 0.1%
34272.22	2	< 0.1%
13219.47	2	< 0.1%
48798.51	1	< 0.1%
3717.6	1	< 0.1%
44225.7	1	< 0.1%
Other values (9983)	9983	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.27	1	< 0.1%
23.54	1	< 0.1%
26.49	1	< 0.1%
29.45	1	< 0.1%
29.57	1	< 0.1%
30.56	1	< 0.1%
37.4	1	< 0.1%
37.82	1	< 0.1%
42.12	1	< 0.1%
52.02	1	< 0.1%

Value	Count	Frequency (%)
59995.76	1	< 0.1%
59991.64	1	< 0.1%
59987.81	1	< 0.1%
59985.75	1	< 0.1%
59984.31	1	< 0.1%
59973.95	1	< 0.1%
59947.98	1	< 0.1%
59941.43	1	< 0.1%
59940.49	1	< 0.1%
59939.11	1	< 0.1%

Total_Value
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1506658.1

Minimum	36.65
Maximum	5881193
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	36.65
5-th percentile	50878.482
Q1	412410.73
median	1124990.4
Q3	2310646.1
95-th percentile	4229275.4
Maximum	5881193
Range	5881156.4
Interquartile range (IQR)	1898235.4

Descriptive statistics

Standard deviation	1327017.1
Coefficient of variation (CV)	0.88076857
Kurtosis	0.075487503
Mean	1506658.1
Median Absolute Deviation (MAD)	838300.97
Skewness	0.95496889
Sum	1.5066581 × 10¹⁰
Variance	1.7609744 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2610634.92	1	< 0.1%
94764.09	1	< 0.1%
346081.22	1	< 0.1%
1338108.7	1	< 0.1%
739154.84	1	< 0.1%
77901.33	1	< 0.1%
2910698.18	1	< 0.1%
4391642.99	1	< 0.1%
409403.62	1	< 0.1%
40666.21	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.65	1	< 0.1%
109.42	1	< 0.1%
170.9	1	< 0.1%
194.8	1	< 0.1%
243.54	1	< 0.1%
255.97	1	< 0.1%
285.51	1	< 0.1%
325.95	1	< 0.1%
373.82	1	< 0.1%
409.87	1	< 0.1%

Value	Count	Frequency (%)
5881193.05	1	< 0.1%
5825412.37	1	< 0.1%
5777447.15	1	< 0.1%
5774439.13	1	< 0.1%
5754781.82	1	< 0.1%
5745719.43	1	< 0.1%
5727474.74	1	< 0.1%
5709680.9	1	< 0.1%
5701555.8	1	< 0.1%
5696869.62	1	< 0.1%

Transaction_Fee
Real number (ℝ)

Distinct	9981
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37555.081

Minimum	0.04
Maximum	287527.83
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0.04
5-th percentile	582.689
Q1	6007.9775
median	21182.08
Q3	53563.732
95-th percentile	130800.87
Maximum	287527.83
Range	287527.79
Interquartile range (IQR)	47555.755

Descriptive statistics

Standard deviation	43871.976
Coefficient of variation (CV)	1.1682035
Kurtosis	3.456876
Mean	37555.081
Median Absolute Deviation (MAD)	17927.245
Skewness	1.8108568
Sum	3.7555081 × 10⁸
Variance	1.9247503 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10520.9	2	< 0.1%
17626.29	2	< 0.1%
1068.21	2	< 0.1%
24791.24	2	< 0.1%
2336.99	2	< 0.1%
18599.36	2	< 0.1%
9077.41	2	< 0.1%
2588.04	2	< 0.1%
9019.39	2	< 0.1%
2431.38	2	< 0.1%
Other values (9971)	9980	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04	1	< 0.1%
1.01	1	< 0.1%
1.49	1	< 0.1%
2.9	1	< 0.1%
3.01	1	< 0.1%
3.34	1	< 0.1%
3.37	1	< 0.1%
4	1	< 0.1%
4.81	1	< 0.1%
5.45	1	< 0.1%

Value	Count	Frequency (%)
287527.83	1	< 0.1%
287025.82	1	< 0.1%
262980.5	1	< 0.1%
260097.13	1	< 0.1%
258423.83	1	< 0.1%
256676.9	1	< 0.1%
253372.83	1	< 0.1%
245475.96	1	< 0.1%
243072.04	1	< 0.1%
241826.04	1	< 0.1%

Platform
Categorical

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

Coinbase	1515
KuCoin	1484
Huobi	1425
Kraken	1419
FTX	1404
Other values (2)	2753

Length

Max length	8
Median length	7
Mean length	5.4714
Min length	3

Characters and Unicode

Total characters	54714
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	KuCoin
2nd row	Binance
3rd row	OKX
4th row	FTX
5th row	Kraken

Common Values

Value	Count	Frequency (%)
Coinbase	1515	15.2%
KuCoin	1484	14.8%
Huobi	1425	14.2%
Kraken	1419	14.2%
FTX	1404	14.0%
Binance	1395	14.0%
OKX	1358	13.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
coinbase	1515	15.2%
kucoin	1484	14.8%
huobi	1425	14.2%
kraken	1419	14.2%
ftx	1404	14.0%
binance	1395	14.0%
okx	1358	13.6%

Most occurring characters

Value	Count	Frequency (%)
n	7208	13.2%
i	5819	10.6%
o	4424	8.1%
a	4329	7.9%
e	4329	7.9%
K	4261	7.8%
C	2999	5.5%
b	2940	5.4%
u	2909	5.3%
X	2762	5.0%
Other values (9)	12734	23.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	37706	68.9%
Uppercase Letter	17008	31.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	7208	19.1%
i	5819	15.4%
o	4424	11.7%
a	4329	11.5%
e	4329	11.5%
b	2940	7.8%
u	2909	7.7%
s	1515	4.0%
r	1419	3.8%
k	1419	3.8%

Uppercase Letter

Value	Count	Frequency (%)
K	4261	25.1%
C	2999	17.6%
X	2762	16.2%
H	1425	8.4%
F	1404	8.3%
T	1404	8.3%
B	1395	8.2%
O	1358	8.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54714	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	7208	13.2%
i	5819	10.6%
o	4424	8.1%
a	4329	7.9%
e	4329	7.9%
K	4261	7.8%
C	2999	5.5%
b	2940	5.4%
u	2909	5.3%
X	2762	5.0%
Other values (9)	12734	23.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54714	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	7208	13.2%
i	5819	10.6%
o	4424	8.1%
a	4329	7.9%
e	4329	7.9%
K	4261	7.8%
C	2999	5.5%
b	2940	5.4%
u	2909	5.3%
X	2762	5.0%
Other values (9)	12734	23.3%

Status
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	628.3 KiB

Failed	3353
Pending	3325
Completed	3322

Length

Max length	9
Median length	7
Mean length	7.3291
Min length	6

Characters and Unicode

Total characters	73291
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Completed
2nd row	Failed
3rd row	Pending
4th row	Completed
5th row	Pending

Common Values

Value	Count	Frequency (%)
Failed	3353	33.5%
Pending	3325	33.2%
Completed	3322	33.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
failed	3353	33.5%
pending	3325	33.2%
completed	3322	33.2%

Most occurring characters

Value	Count	Frequency (%)
e	13322	18.2%
d	10000	13.6%
i	6678	9.1%
l	6675	9.1%
n	6650	9.1%
F	3353	4.6%
a	3353	4.6%
P	3325	4.5%
g	3325	4.5%
C	3322	4.5%
Other values (4)	13288	18.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	63291	86.4%
Uppercase Letter	10000	13.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	13322	21.0%
d	10000	15.8%
i	6678	10.6%
l	6675	10.5%
n	6650	10.5%
a	3353	5.3%
g	3325	5.3%
o	3322	5.2%
m	3322	5.2%
p	3322	5.2%

Uppercase Letter

Value	Count	Frequency (%)
F	3353	33.5%
P	3325	33.2%
C	3322	33.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	73291	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	13322	18.2%
d	10000	13.6%
i	6678	9.1%
l	6675	9.1%
n	6650	9.1%
F	3353	4.6%
a	3353	4.6%
P	3325	4.5%
g	3325	4.5%
C	3322	4.5%
Other values (4)	13288	18.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73291	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	13322	18.2%
d	10000	13.6%
i	6678	9.1%
l	6675	9.1%
n	6650	9.1%
F	3353	4.6%
a	3353	4.6%
P	3325	4.5%
g	3325	4.5%
C	3322	4.5%
Other values (4)	13288	18.1%

Wallet_Type
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	650.7 KiB

Hot Wallet	2064
Exchange Wallet	2018
Ledger	1983
Trezor	1971
Cold Wallet	1964

Length

Max length	15
Median length	11
Mean length	9.6238
Min length	6

Characters and Unicode

Total characters	96238
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Trezor
2nd row	Cold Wallet
3rd row	Hot Wallet
4th row	Exchange Wallet
5th row	Exchange Wallet

Common Values

Value	Count	Frequency (%)
Hot Wallet	2064	20.6%
Exchange Wallet	2018	20.2%
Ledger	1983	19.8%
Trezor	1971	19.7%
Cold Wallet	1964	19.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
wallet	6046	37.7%
hot	2064	12.9%
exchange	2018	12.6%
ledger	1983	12.4%
trezor	1971	12.3%
cold	1964	12.2%

Most occurring characters

Value	Count	Frequency (%)
l	14056	14.6%
e	14001	14.5%
t	8110	8.4%
a	8064	8.4%
	6046	6.3%
W	6046	6.3%
o	5999	6.2%
r	5925	6.2%
g	4001	4.2%
d	3947	4.1%
Other values (10)	20043	20.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	74146	77.0%
Uppercase Letter	16046	16.7%
Space Separator	6046	6.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	14056	19.0%
e	14001	18.9%
t	8110	10.9%
a	8064	10.9%
o	5999	8.1%
r	5925	8.0%
g	4001	5.4%
d	3947	5.3%
n	2018	2.7%
c	2018	2.7%
Other values (3)	6007	8.1%

Uppercase Letter

Value	Count	Frequency (%)
W	6046	37.7%
H	2064	12.9%
E	2018	12.6%
L	1983	12.4%
T	1971	12.3%
C	1964	12.2%

Space Separator

Value	Count	Frequency (%)
	6046	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	90192	93.7%
Common	6046	6.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	14056	15.6%
e	14001	15.5%
t	8110	9.0%
a	8064	8.9%
W	6046	6.7%
o	5999	6.7%
r	5925	6.6%
g	4001	4.4%
d	3947	4.4%
H	2064	2.3%
Other values (9)	17979	19.9%

Common

Value	Count	Frequency (%)
	6046	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	96238	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	14056	14.6%
e	14001	14.5%
t	8110	8.4%
a	8064	8.4%
	6046	6.3%
W	6046	6.3%
o	5999	6.2%
r	5925	6.2%
g	4001	4.2%
d	3947	4.1%
Other values (10)	20043	20.8%

Transaction_Date
Date

Distinct	731
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Minimum	2023-02-28 09:51:58.222424
Maximum	2025-02-27 09:51:58.222424

Histogram

Histogram with fixed size bins (bins=50)

Auto

Heatmap
Table

	Transaction_ID	User_ID	Amount	Price_Per_Unit	Total_Value	Transaction_Fee	Crypto	Transaction_Type	Platform	Status	Wallet_Type
Transaction_ID	1.000	-0.006	-0.003	0.006	-0.001	-0.000	0.000	0.015	0.013	0.000	0.012
User_ID	-0.006	1.000	0.006	-0.015	-0.004	0.004	0.000	0.000	0.007	0.017	0.002
Amount	-0.003	0.006	1.000	0.017	0.674	0.531	0.000	0.000	0.008	0.017	0.000
Price_Per_Unit	0.006	-0.015	0.017	1.000	0.674	0.535	0.000	0.000	0.000	0.000	0.013
Total_Value	-0.001	-0.004	0.674	0.674	1.000	0.795	0.000	0.014	0.015	0.000	0.000
Transaction_Fee	-0.000	0.004	0.531	0.535	0.795	1.000	0.000	0.015	0.009	0.000	0.000
Crypto	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.015	0.013	0.017
Transaction_Type	0.015	0.000	0.000	0.000	0.014	0.015	0.000	1.000	0.008	0.008	0.005
Platform	0.013	0.007	0.008	0.000	0.015	0.009	0.015	0.008	1.000	0.014	0.000
Status	0.000	0.017	0.017	0.000	0.000	0.000	0.013	0.008	0.014	1.000	0.000
Wallet_Type	0.012	0.002	0.000	0.013	0.000	0.000	0.017	0.005	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Transaction_ID	User_ID	Crypto	Transaction_Type	Amount	Price_Per_Unit	Total_Value	Transaction_Fee	Platform	Status	Wallet_Type	Transaction_Date
0	434465	31394	Bitcoin	Withdraw	57.695145	45248.78	2610634.92	114990.70	KuCoin	Completed	Trezor	2024-04-10 09:51:58.222424
1	905397	39627	Solana	Stake	27.708982	48307.43	1338549.71	34560.11	Binance	Failed	Cold Wallet	2023-10-04 09:51:58.222424
2	451293	11506	Cardano	Buy	80.368977	44428.82	3570698.81	38312.76	OKX	Pending	Hot Wallet	2024-11-15 09:51:58.222424
3	841249	84005	XRP	Stake	83.900483	8755.31	734574.74	1396.89	FTX	Completed	Exchange Wallet	2024-02-11 09:51:58.222424
4	762686	66706	Dogecoin	Stake	52.528368	58667.26	3081695.42	19087.58	Kraken	Pending	Exchange Wallet	2023-09-15 09:51:58.222424
5	925389	33284	Cardano	Sell	96.423204	14327.75	1381527.56	40679.41	Kraken	Pending	Trezor	2023-10-28 09:51:58.222424
6	160227	66819	BNB	Transfer	36.251446	13832.81	501459.36	13192.99	Kraken	Failed	Cold Wallet	2024-11-29 09:51:58.222424
7	687076	83903	XRP	Transfer	31.387780	25214.70	791433.46	33678.05	FTX	Pending	Trezor	2024-08-01 09:51:58.222424
8	556052	76299	Polkadot	Withdraw	94.771521	50095.83	4747658.00	182900.88	Coinbase	Completed	Exchange Wallet	2024-04-09 09:51:58.222424
9	126989	54167	Dogecoin	Transfer	14.249741	1890.29	26936.14	718.12	Kraken	Pending	Cold Wallet	2024-02-16 09:51:58.222424

	Transaction_ID	User_ID	Crypto	Transaction_Type	Amount	Price_Per_Unit	Total_Value	Transaction_Fee	Platform	Status	Wallet_Type	Transaction_Date
9990	238860	68678	Litecoin	Buy	29.270891	35891.84	1050586.14	34360.45	KuCoin	Completed	Trezor	2024-08-11 09:51:58.222424
9991	739238	19592	Litecoin	Sell	30.476298	16586.58	505497.55	13343.05	Coinbase	Completed	Trezor	2024-04-01 09:51:58.222424
9992	254049	74281	Polkadot	Buy	81.950768	1600.83	131189.25	865.88	Binance	Pending	Ledger	2025-02-04 09:51:58.222424
9993	175369	97828	Cardano	Stake	62.033681	53179.39	3298913.32	107566.17	OKX	Completed	Exchange Wallet	2024-05-01 09:51:58.222424
9994	497860	67252	Avalanche	Stake	94.426512	28850.81	2724281.36	21093.54	KuCoin	Failed	Hot Wallet	2023-08-08 09:51:58.222424
9995	186998	93233	Bitcoin	Stake	30.918047	20067.21	620438.94	5603.47	FTX	Pending	Trezor	2023-02-28 09:51:58.222424
9996	337144	44181	Cardano	Buy	80.090849	42488.69	3402955.25	71081.12	Kraken	Failed	Ledger	2024-08-28 09:51:58.222424
9997	946655	22496	BNB	Withdraw	19.005921	36513.00	693963.19	29738.11	Coinbase	Completed	Ledger	2023-04-06 09:51:58.222424
9998	153921	72835	Litecoin	Buy	11.872668	19748.07	234462.28	10107.57	OKX	Failed	Trezor	2023-11-01 09:51:58.222424
9999	760727	43815	Litecoin	Transfer	80.534637	7400.97	596034.43	23196.39	Coinbase	Pending	Exchange Wallet	2024-10-10 09:51:58.222424

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample